visual-to-text

Generate user stories from Figma designs by submitting the frame URL to extract functional intent. The tool reads the visual UI and outputs structured Markdown detailing personas, outcomes, scenarios, steps, and actions aligned with a functional graph.

You can extract user stories from PDF screens or image files by uploading them directly. The tool processes the visual UI elements to identify scenarios and steps, producing structured Markdown user stories without needing the original design source.

A functional graph in UI design analysis is a hierarchical structure mapping personas to outcomes, scenarios, steps, and actions. It guides the extraction of functional intent from visuals to ensure generated user stories align with intended product behavior.

Yes, the tool works with PDF and image formats alongside Figma frames. It reads these visual design files to extract functional intent, requiring no additional dependencies to process the visual inputs into structured Markdown user stories.

Convert UI mockups into actionable user stories by analyzing the visual design to extract functional intent. The process identifies personas and scenarios, mapping them into a hierarchical Markdown format of steps and actions based on a functional graph guide.

The best way to translate visual design intent into product requirements is by extracting functional hierarchy from the UI. This approach converts visual elements into structured Markdown user stories, eliminating manual interpretation and ensuring alignment with design mockups.